The package, wrapped in brown paper, sat innocuously on her doorstep. Inside, a collection of her favorite books. But this gift was from Arthur, a student who had a knack for making people feel utterly small. Ms. Davies felt a chill crawl up her spine.

She cautiously brought the package inside, placing it on the kitchen table. Her hands trembled as she sliced through the tape. The familiar covers of her beloved books gave her little comfort. She felt a profound sense of unease, her muscles tense. Arthur had always been a master manipulator.

Each rustle of the paper, each movement of her hands, seemed amplified in the silence of her home. The books themselves felt heavy, their pages filled with unspoken threats. She felt exposed, vulnerable, as if watched.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309